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Case study · AI visibility and SEO

Leapfrogging the category leaders in AI search with Novastacks

GoFreight had an extensive content library, but much of it addressed a broad supply chain audience instead of its ideal customers, freight forwarders. We mined its CRM and sales-call data to refocus the site on the buyers who matter, and protected its search equity through three site migrations. GoFreight became the brand AI assistants name first among the eight vendors tracked, ahead of rivals with greater market share and brand awareness.

5th → 1stof 8 tracked vendors in AI buying answers
+241%Google clicks from the low point when the engagement began
+632%monthly visits referred by AI assistants since the engagement began
Exhibit 1 · Google clicks and impressions across the engagementDaily · Nov LY to Sep CY
Line chart of GoFreight's daily Google clicks and impressions across the engagement, both trending upward, with clicks rising most sharply in the later months
Blue: clicks. Purple: impressions.Source: Google Search Console, www and root domain combined
The evidence

Real client commercial outcome, earned without ad spend

Asked for the best freight forwarding software for mid-market companies, Google AI Mode now lists GoFreight first.

Google AI Mode answer to the search 'best freight forwarding software for mid market companies', listing GoFreight first under Top Mid-Market Freight Forwarding Software
Google AI Mode · competitor names blurred
The challenge

Plenty of website traffic, too few real buyers

01The site had

A large library of articles and a glossary, heavy on keywords and aimed at several audiences at once.

02What we found

CRM and sales calls showed four buyer segments, from growing forwarders replacing spreadsheets to enterprises leaving legacy platforms. Each asked different questions. Few pages spoke to any of them.

03The real gap

A site rebuild was underway. The older pages carried search history that new pages would take months to earn.

What we changed

SEO and AEO interventions

We did not chase high-volume logistics keywords that bring readers outside the buyer profile. We did not delete the old pages: their search history was redirected into the new structure.

01

Protected existing search value through three migrations

See how we did it

We managed the SEO requirements across three migrations, mapping legacy URLs to relevant destinations and consolidating scattered informational content into a clearer glossary structure.

Our work covered 301 redirect mapping, redirect chain remediation, internal linking and pre-launch SEO checks. We identified issues that could disrupt access to valuable pages and provided implementation specifications for GoFreight’s team, helping preserve existing search signals through the changes.

Tactics
Site migration SEO301 redirect mappingRedirect chain remediationInternal linking remediationContent consolidationPre-launch SEO QA
02

Rebuilt the content strategy around four buyer segments

See how we did it

We consolidated siloed insights from the client’s CRM, sales conversations and closed-won deals into a shared view of its buyers. This revealed four distinct segments, their jobs-to-be-done and their reasons for switching software.

We mapped those needs to search intent and reorganised the content architecture around them: product pages for evaluation, comparison pages for shortlisting and glossary entries for foundational questions. We assessed existing content for buyer relevance and intent alignment to determine what to retain, consolidate or develop.

Tactics
ICP modellingJobs-to-be-done analysisSearch intent mappingContent gap analysisContent quality assessmentInformation architectureCommercial content development
03

Aligned GoFreight’s search presence with its growth strategy

See how we did it

We used our AI intelligence system to analyse GoFreight’s website, review platforms, community discussions and AI answers. We compared how the brand was described with its product capabilities, intended buyers and growth priorities.

The findings shaped a GEO content and positioning strategy: identifying claims to substantiate, inconsistent descriptions to address and content gaps for new customer segments. We developed that coverage while retaining the existing pages serving GoFreight’s core customer segments.

Tactics
Entity SEOOnsite/offsite consistency auditReview-platform analysisBrand representation analysisContent gap analysisCommercial content development
Results across the engagement
Rank position 19 → 8average Google ranking position since the engagement began
AI visibility 6% → 35%share of tracked ChatGPT answers naming GoFreight
Exhibit 2 · Share of AI answers naming GoFreight, by engine
Line chart of the weekly share of AI answers naming GoFreight on Google AI Overview, Perplexity and ChatGPT, rising on all three engines
Weekly, across 28 non-brand prompts covering the top, middle and bottom of the buying funnel.Source: Novastacks AI answer tracking
Exhibit 3 · Sessions referred by AI assistants
Area chart of weekly website sessions referred by AI assistants such as ChatGPT, Perplexity, Gemini, Claude and Copilot, trending upward over the engagement
Weekly, from ChatGPT, Perplexity, Gemini, Claude, Copilot and other assistants.Source: GA4

Sources and periods (LY = last year, CY = current year): Google Search Console, www and root domain combined (clicks Nov LY to Aug CY; position Nov LY to Sep CY); GA4 (AI-referred visits Nov LY to Sep CY); Novastacks AI answer tracking across a fixed set of buying prompts (Jan to Sep CY).

In a buyer's words
“I dug into a conversation with AI… it narrowed it down to like a top five… you guys were a top two.”

Enterprise buyer from our client · B2B SaaS

Exhibit 4 · ChatGPT shortlists GoFreight first
ChatGPT answer to 'recommend freight forwarding software', opening its shortlist with GoFreight

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